Abstract
Arc routing problems are among the most challenging combinatorial optimization problems. We tackle the Capacitated Arc Routing Problem where demands are spread over a subset of the edges of a given graph, called the required edge set. Costs for traversing edges, demands on the required ones and the capacity of the available identical vehicles at a vertex depot are given. Routes that collect all the demands at minimum cost are sought. In this work, we devise a Branch-Cut-and-Price algorithm for the Capacitated Arc Routing problem using a column generation which generates non-elementary routes (usually called q-routes) and exact separation of odd edge cutset and capacity cuts. Computational experiments report one new optimal and twelve new lower bounds.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Ahr, D.: Contributions to Multiple Postmen Problems. Ph.D. dissertation, Department of Computer Science, Heidelberg University (2004)
Amberg, A., Voß, S.: A Hierarchical Relaxations Lower Bound for the Capacitated Arc Routing Problem. In: Proceedings of the 35th Anual Hawaii International Conference on System Sciences (2002)
Assad, A.A., Pearn, W.L., Golden, B.L.: The Capacitated Chinese Postman Problem: Lower Bounds and Solvable Cases. American Journal of Mathematical Management Sciences 7(1,2), 63–88 (1987)
Belenguer, J.M., Benavent, E.: Polyhedral Results on the Capacitated Arc Routing Problem, Departamento de Estadística e Investigación Operativa, Universitat de València, Tech. Rep. TR 1-92 (1992)
Belenguer, J.M., Benavent, E.: A Cutting Plane Algorithm for the Capacitated Arc Routing Problem. Computers & Operations Research 30, 705–728 (2003)
Beullens, P., Muyldermans, L., Cattrysse, D., Oudheusden, D.V.: A Guided Local Search Heuristic for the Capacitated Arc Routing Problem. European Journal of Operational Research 147(3), 629–643 (2003)
Brandão, J., Eglese, R.: A Deterministic Tabu Search Algorithm for the Capacitated Arc Routing Problem. Computers & Operations Research 35, 1112–1126 (2008)
Chapleau, L., Ferland, J.A., Lapalme, G., Rousseau, J.M.: A Parallel Insert Method for the Capacitated Arc Routing Problem. Operations Research Letters 3(2), 95–99 (1984)
Christofides, N., Mingozzi, A., Toth, P.: Exact Algorithms for the Vehicle Routing Problem, Based on Spanning Tree and Shortest Path Relaxations. Mathematical Programming 20, 255–282 (1981)
Doerner, K., Hartl, R., Maniezzo, V., Reimann, M.: An Ant System Metaheuristic for the Capacitated Arc Routing Problem. In: Proceedings of the 5th Metaheuristics International Conference, Tokyo, Japan (2003)
Dror, M.: Note on the Complexity of the Shortest Path Models for Column Generation in VRPTW. Operations Research 42(5), 977–978 (1994)
Eglese, R.W.: Routeing Winter Gritting Vehicles. Discrete Applied Mathematics 48(3), 231–244 (1994)
Fu, H., Mei, Y., Tang, K., Zhu, Y.: Memetic algorithm with heuristic candidate list strategy for capacitated arc routing problem. In: IEEE Congress on Evolutionary Computation, pp. 1–8 (2010)
Garey, M.R., Johnson, D.S.: Computers and Intractability; A Guide to the Theory of NP-Completeness. W. H. Freeman & Co., New York (1979)
Golden, B.L., DeArmon, J.S., Baker, E.K.: Computational Experiments with Algorithms for a Class of Routing Problems. Computers and Operations Research 10(1), 47–59 (1983)
Golden, B.L., Wong, R.T.: Capacitated Arc Routing Problems. Networks 11, 305–315 (1981)
Gómez-Cabrero, D., Belenguer, J.M., Benavent, E.: Cutting Plane and Column Generation for the Capacitated Arc Routing Problem. In: ORP3, Valencia (2005)
Hertz, A., Laporte, G., Mittaz, M.: A Tabu Search Heuristic for the Capacitated Arc Routing Problem. Operations Research 48(1), 129–135 (2000)
Hirabayashi, R., Nishida, N., Saruwatari, Y.: Node Dublication Lower Bounds for the Capacitated Arc Routing Problems. Journal of the Operations Research Society of Japan 35(2), 119–133 (1992)
Hirabayashi, R., Nishida, N., Saruwatari, Y.: Tour Construction Algorithm for the Capacitated Arc Routing Problem. AsiaPacific Journal of Operational Research 9, 155–175 (1992)
Irnich, S., Villeneuve, D.: The Shortest-Path Problem with Resource Constraints and k-Cycle Elimination for k ≥ 3. INFORMS Journal on Computing 18(3), 391–406 (2006)
Lacomme, P., Prins, C., Ramdane-Chérif, W.: A genetic algorithm for the capacitated arc routing problem and its extensions. In: Boers, E.J.W., Gottlieb, J., Lanzi, P.L., Smith, R.E., Cagnoni, S., Hart, E., Raidl, G.R., Tijink, H. (eds.) EvoIASP 2001, EvoWorkshops 2001, EvoFlight 2001, EvoSTIM 2001, EvoCOP 2001, and EvoLearn 2001. LNCS, vol. 2037, pp. 473–483. Springer, Heidelberg (2001)
Lacomme, P., Prins, C., Ramdane-Chérif, W.: Competitive memetic algorithms for arc routing problems. Annals of Operations Research 131, 159–185 (2004)
Laganá, D., Ghiani, G., Musmanno, R., Laporte, G.: A Branch-and-Cut Algorithm for the Undirected Capacitated Arc Routing Problem. The Journal of the Operations Research Society of America, 1–21 (2007)
Letchford, A., Oukil, A.: Exploiting Sparsity in Pricing Routines for the Capacitated Arc Routing Problem. Computers & Operations Research 36, 2320–2327 (2009)
Letchford, A.N.: Polyhedral Results for some Constrained Arc-Routing Problems, Ph.D. dissertation, Lancaster University (1996)
Li, L.Y.O.: Vehicle Routeing for Winter Gritting, Ph.D. dissertation, Department of Management Science, Lancaster University (1992)
Li, L.Y.O., Eglese, R.W.: An Interactive Algorithm for Vehicle Routeing for Winter-Gritting. Journal of the Operational Research Society 47, 217–228 (1996)
Longo, H., Poggi de Aragão, M., Uchoa, E.: Solving Capacitated Arc Routing Problems Using a Transformation to the CVRP. Computers & Operations Research 33, 1823–1827 (2006)
Padberg, M.W., Rao, M.R.: Odd minimum cut-sets and b-matchings. Mathematics of Operations Research 7, 67–80 (1982)
Pearn, W.L.: New Lower Bounds for the Capacitated Arc Routing Problem. Networks 18, 181–191 (1988)
Pearn, W.L.: Approximate Solutions for the Capacitated Arc Routing Problem. Computers & Operations Research 16(6), 589–600 (1989)
Pearn, W.L.: Augment-Insert Algorithms for the Capacitated Arc Routing Problem. Computers & Operations Research 18(2), 189–198 (1991)
Santos, L., Coutinho-Rodrigues, J., Current, J.: An Improved Ant Colony Optimization Based Algorithm for the Capacitated Arc Routing Problem. Transportation Research Part B 44, 246–266 (2010)
Wøhlk, S.: Contributions to Arc Routing, Ph.D. dissertation, Faculty of Social Sciences, University of Southern Denmark (2005)
Wøhlk, S.: New Lower Bound for the Capacitated Arc Routing Problem. Computers & Operations Research 33(12), 3458–3472 (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Martinelli, R., Pecin, D., Poggi, M., Longo, H. (2011). A Branch-Cut-and-Price Algorithm for the Capacitated Arc Routing Problem. In: Pardalos, P.M., Rebennack, S. (eds) Experimental Algorithms. SEA 2011. Lecture Notes in Computer Science, vol 6630. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20662-7_27
Download citation
DOI: https://doi.org/10.1007/978-3-642-20662-7_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-20661-0
Online ISBN: 978-3-642-20662-7
eBook Packages: Computer ScienceComputer Science (R0)